The Greatest Books of All Time on Concept Formation

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Genres

Concept formation

“Concept formation” books explore how ideas and categories are created, learned, and refined—by individuals, communities, and increasingly by machines. Drawing on cognitive psychology, philosophy, linguistics, AI, education, and neuroscience, they examine processes like categorization, abstraction, analogy, and schema building; how concepts evolve over time; and how language, culture, and experience shape meaning. The category spans theory, empirical research, and practical applications, from classroom learning and scientific reasoning to design thinking, taxonomy/ontology building, and data science. Readers gain insight into how we form mental models, make distinctions, name and frame problems, and structure knowledge to think, communicate, and innovate more effectively.

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  1. 1. Apoha: Buddhist Nominalism And Human Cognition by Mark Siderits, Tom Tillemans, Arindam Chakrabarti

    Buddhist Nominalism and Human Cognition

    An interdisciplinary exploration of the Buddhist theory of apoha (exclusion), arguing that concepts and word meanings arise by differentiating what something is not rather than by invoking real universals. Bringing together historical analysis and analytic reconstruction of classical arguments, it examines how categorization, reference, and inference can function without universals, addresses objections such as circularity and regress, and connects these nominalist insights to contemporary debates in semantics, cognition, and philosophy of language.

    The 17114th Greatest Book of All Time

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